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Global Optimization Algorithms Theory and Application

Posted on 2010-04-13




Name:Global Optimization Algorithms Theory and Application
ASIN/ISBN:354026003X
Language:English
File size:12.61 Mb
Publisher: Thomas Weise
ISBN: : N\A
Publish Date: edition 2008
File Type: PDF
Pages: 820 pages
File Size: 12,61 mb
   Global Optimization Algorithms Theory and Application

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This book is about global optimization algorithms, which are methods to find optimal solutions for given problems. It especially focuses on evolutionary computation by discussing evolutionary algorithms, genetic algorithms, genetic programming, learning classifier systems, evolution strategy, differential evolution, particle swarm optimization, and ant colony optimization. The book also elaborates on other meta-heuristics, such as simulated annealing, hill climbing, tabu search, and random optimization.

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